Deep transfer learning radiomics combined with explainable machine learning for preoperative thymoma risk prediction based on CT.

Abstract

Authors

• Shujian Wu
  Department of Radiology, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui, China.
• Lifang Fan
  School of Medical Imageology, Wannan Medical College, Wuhu, 241002, Anhui, China.
• Yimin Wu
  Department of Ultrasound, The Second People's Hospital, WuHu Hospital, East China Normal University, Wuhu, Anhui, 241001, China.
• Jingya Xu
  Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction, Ministry of Education, Key Laboratory of Swine Genetics and Breeding, Ministry of Agriculture, College of Animal Science and Technology, Huazhong Agricultural University, 430070, Wuhan, Hubei, P.R. China.
• Yong Guo
  Department of Urology, The First Hospital of Shijiazhuang, Shijiazhuang 050011, China.
• Hu Zhang
  Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China.
• Zhengyuan Xu
  Department of Medical Engineering, Wannan Medical College, WuHu, AnHui, 241002, China. xuzy@wnmc.edu.cn.

Keywords

External Resources